Facial Biometrics Is Moving to the Edge — Are You Ready?

Local biometric processing is redefining the forensic stack The transition of facial biometrics from cloud-based "black boxes" to edge-based inference isn't just a win for privacy - it’s a fundamental shift in how we architect computer vision pipelines for high-stakes environments. For developers building in the OSINT or forensic space, the "send to cloud, get a JSON" workflow is increasingly becoming a technical debt trap.